Comparison of regularized inversion methods in synthetic aperture imaging radiometry

IEEE Transactions on Geoscience and Remote Sensing

Volumn 43, Issue 2, 2005, Pages 218-224

  Picard, Bruno ^a   Anterrieu, Eric ^a  

^a Ctr Europen Rech Form ACS   (France)

Author keywords

Aperture synthesis; Imaging; Interferometry; Inverse problem; Radiometry; Regularization

Indexed keywords

FOURIER OPTICS; FREQUENCIES; IMAGE RECONSTRUCTION; IMAGING TECHNIQUES; INTEGRAL EQUATIONS; INTERFEROMETRY; INVERSE PROBLEMS; RADIOMETRY; REMOTE SENSING; SALINITY MEASUREMENT;

APERTURE SYNTHESIS; MICROWAVE IMAGING RADIOMETER BY APERTURE SYNTHESIS (MIRAS); REGULARIZATION; SYNTHETIC APERTURE IMAGING RADIOMETERS (SAIR);

SYNTHETIC APERTURE RADAR;

EID: 13144305123     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2004.841482     Document Type: Article

References (23)

1. C. S. Ruf, C. T. Swift, A. B. Tanner, and D. M. LeVine, "Interferometric synthetic aperture radiometry for the remote sensing of the earth," IEEE Tran. Geosci. Remote Sens., vol. 26, no. 5, pp. 597-611, Sep. 1988.
2. M. A. Goodberlet, "Improved image reconstruction techniques for synthetic aperture radiometers," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 3, pp. 1362-1366, May 2000.
3. E. Anterrieu, "A resolving matrix approach for synthetic aperture imaging radiometers," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 8, pp. 1649-1656, Aug. 2004.
4. A. Lannes, E. Anterrieu, and K. Bouyoucef, "Fourier interpolation and reconstruction via Shannontype techniques; Part I: Regularization principle," J. Modern Opt., vol. 41, no. 8, pp. 1537-1574, 1994.
5. _, "Fourier interpolation and reconstruction via Shannontype techniques Part II: Technical developments and applications," J. Modern Opt., vol. 43, no. 1, pp. 105-138, 1996.
6. Y. H. Kerr, P. Waldteufel, J.-P. Wigneron, J.-M. Martinuzzi, J. Font, and M. Berger, "Soil moisture retrieval from space: The Soil Moisture and Ocean Salinity (SMOS) mission," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 8, pp. 1729-1735, Aug. 2001.
7. M. Martin-Neira, Y. Menard, J.-M. Goutoule, and U. Kraft, "MIRAS, a two-dimensional aperture synthesis radiometer," in Proc. IGARSS, Pasadena, CA, 1994, pp. 1323-1325.
8. C. Hansen, Rank-Deficient and Discrete Ill-Posed Problems. Philadelphia, PA: SIAM, 1998.
9. M. Bertero and P. Boccacci, Introduction to Inverse Problems in Imaging. London, U.K.: Instit. Phys., 1998.
10. A. B. Tanner and C. T. Swift, "Calibration of a synthetic aperture radiometer," IEEE Trans. Geosci. Remote Sens., vol. 31, no. 1, pp. 257-267, Jan. 1993.
11. N. Skou, "Aspects of the SMOS pre-launch calibration," in Proc. IGARSS, Toulouse, France, 2003, pp. 1222-1225.
12. I. Corbella, F. Torres, N. Duffo, A. Camps, and M. Vall-llossera, "MIRAS-SMOS end-to-end calibration scheme," in Proc. MICRORAD, Rome, Italy, 2004.
13. M. Peichl, M. Greiner, V. Wittmann, E. Anterrieu, B. Picard, N. Skou, and S. Sobjaerg, "Scientific inputs for the SMOS Level 1 processor development", Midterm Rep. on ESA Contract 17312/03/NL/FF, Mar. 9, 2004.
14. E. Anterrieu, S. Gratton, and B. Picard, "Self characterization of modeling parameters for synthetic aperture imaging radiometers," in Proc. ICARSS, Toulouse, France, 2003, pp. 3052-3054.
15. M. Peichl, "Required platform manoeuvres for SMOS calibration using G matrix image reconstruction approaches,", Tech. Note on ESA Contract 17312/03/NL/FF, Sep. 3, 2004.
16. E. Anterrieu, P. Waldteufel, and G. Caudal, "About the effects of instrument errors in interferometric radiometry," Radio Sci., vol. 38, no. 3, p. 8044, 2003.
17. A. N. Tikhonov, A. V. Goncharsky, V. V. Stepanov, and A. G. Yagola, Numerical Methods for the Solution of Ill-Posed Problems. Dordrecht, The Netherlands: Kluwer, 1995.
18. E. Anterrieu, P. Waldteufel, and A. Lannes, "Apodization functions for 2D hexagonally sampled synthetic aperture imaging radiometers," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 12, pp. 2531-2542, Dec. 2002.
19. A. Bjorck, Numerical Methods for Least Squares Problems. Philadelphia, PA: SIAM, 1996.
20. H. Stark and J. W. Woods, Probability and Random Processes With Applications to Signal Processing. London, U.K.: Pearson, 2001.
21. A. Camps, I. Corbella, J. Bara, and F. Torres, "Radiometric sensitivity computation in aperture synthesis interferometric radiometry," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 2, pp. 680-685, Feb. 1998.
22. MathWorks, Using Matlab, 6th ed. Natick, MA: The Mathworks, 2002.
23. F. J. Harris, "On the use of windows for harmonic analysis with the discrete Fourier transform," Proc. IEEE. vol. 66, no. 1, pp. 51-83, Jan. 1978.